Research output

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A Supervised Building Detection Based on Shadow using Segmentation and Texture in High-Resolution Images

Ayoub Benchabana, Mohamed Khireddine Kholladi, Ramla Bensaci, Belal Khaldi

Advances in Science Technology and Engineering Systems JournalVolume 7، (3)، Pages 167-1742022Article Open access

A Hybrid Deep-Machine Learning Approach to Diagnose Partial Shading and Short-Circuit Faults in Solar Photovoltaic Systems using Infrared Thermography Images

Derradji Bakria, Ahmed Chennana, Ahmed Chaouki Megherbi, Noureddine Bessous, Ali Teta, Mohammed El Amine Mihoubi, El Ouanas Belabbaci, Belkacem Korich, Ridha Djamel Mohammedi, Ahmed Hafaifa

Pages 1-62025Other Closed accessSeveral sources

Beyond Traditional Methods: Feature Fusion for Robust Biometric Identification

Yacine Belhocine, Abdallah Meraoumia, Hakim Bendjenna, Ameur Khemane

2024 6th International Conference on Pattern Analysis and Intelligent Systems (PAIS)Pages 1-82024Paper Closed access 2

Deep-Shallow Features Fusion for Induction Motor Fault Diagnosis through Infrared Thermography Images

Ahmed Chennana, Noureddine Bessous, Ahmed Chaouki Megherbi, Lotfi Saïdi, Salim Sbaa, Mounir Sayadi, Ali Teta

Pages 1-62025Other Closed accessSeveral sources 4

Improving Street View Image Classification Using Pre-trained CNN Model Extracted Features

Meriem Djouadi, Mohamed Khireddine Kholladi

Periodica Polytechnica Electrical Engineering and Computer ScienceVolume 66، (4)، Pages 370-3792022Article Open access 1

An automated cascade framework for glioma prognosis via segmentation, multi-feature fusion and classification techniques

Meriem Hamoud, Nour Elislem Chekima, Abdelkader Hima, Nedjoua Houda Kholladi

Biomedical Physics & Engineering ExpressVolume 11، (3)، Pages 0350272025Article Open access 1

Effective Diagnosis Approach for Broken Rotor Bar Fault Using Bayesian-Based Optimization of Machine Learning Hyperparameters

Mohammed Bachir Bechiri, Abderrahim Allal, Naoui Mohamed, Abderrahmane Khechekhouche, Haitham Alsaif, Attia Boudjemline, Badr M. Alshammari, Khalid Alqunun, Tawfik Guesmi

IEEE AccessVolume 12، Pages 139923-1399362024Article Open accessSeveral sources 9

An efficient bearing fault detection strategy based on a hybrid machine learning technique

Khalid Alqunun, Mohammed Bachir Bechiri, Naoui Mohamed, Abderrahmane Khechekhouche, Ismail Marouani, Tawfik Guesmi, Badr M. Alshammari, Amer AlGhadhban, Abderrahim Allal

Scientific ReportsVolume 15، (1)، Pages 187392025Article Open access 38

Data-driven Diagnosis of Quadcopter Thrust Fault Using Supervised Learning with Airframe Vibration Signals

Zineb Adaika, Mohamed Boumehraz, Abdelkader Mahmoudi

Pages 1-52024Other Closed accessSeveral sources 3

Intelligent models for early Autism detection from MRI images

Imane Kadi, Messaoud Abbas, Meftah Mohammed Charaf Eddine

STUDIES IN ENGINEERING AND EXACT SCIENCESVolume 5، (2)، Pages e84642024Article Open access 6

Enhanced Early Detection of Diabetic Retinopathy Based on Transfer Learning using DenseNet121

Farida Retima, Saber Benharzallah, Laïd Kahloul, Okba Kazar

Pages 1-62025Other Closed accessSeveral sources 1

Optimizing Diabetes Prediction Using Hybrid Ensemble Learning Model

Djalila Boughareb, Said Bouteldja, Hazem Bensalah, Rima Boughareb, Hamid Séridi

Pages 262-2672025Other Closed access 1

Accurate Classification of Multiple Faults in Induction Motor using CNN-based Features and Dimensionality Reduction

Ahmed Chennana, Abdurrahman Ünsal, Noureddine Bessous, Ahmed Chaouki Megherbi, Ali Teta, Salim Sbaa, Derradji Bakria, El Ouanas Belabbaci

Pages 1-62025Other Closed accessSeveral sources 1

Enhancing power transformer health assessment through dimensional reduction and ensemble approaches in Dissolved Gas Analysis

Abdelmoumene Hechifa, Saurabh Dutta, Abdelaziz Lakehal, Hazlee Azil Illias, Arnaud Nanfak, Chouaib Labiod

IET NanodielectricsVolume 7، (4)، Pages 321-3332024Article Open access 7